Dataset statistics
| Number of variables | 16 |
|---|---|
| Number of observations | 119711 |
| Missing cells | 1926 |
| Missing cells (%) | 0.1% |
| Duplicate rows | 199 |
| Duplicate rows (%) | 0.2% |
| Total size in memory | 15.5 MiB |
| Average record size in memory | 136.0 B |
Variable types
| Categorical | 3 |
|---|---|
| Text | 1 |
| Numeric | 11 |
| DateTime | 1 |
| Dataset has 199 (0.2%) duplicate rows | Duplicates |
so2 is highly overall correlated with SOi | High correlation |
no2 is highly overall correlated with Noi | High correlation |
rspm is highly overall correlated with spm and 2 other fields | High correlation |
spm is highly overall correlated with rspm and 5 other fields | High correlation |
pm2_5 is highly overall correlated with spm and 3 other fields | High correlation |
SOi is highly overall correlated with so2 | High correlation |
Noi is highly overall correlated with no2 | High correlation |
SPMi is highly overall correlated with rspm and 5 other fields | High correlation |
PMi is highly overall correlated with spm and 3 other fields | High correlation |
AQI is highly overall correlated with rspm and 5 other fields | High correlation |
AQI_Range is highly overall correlated with spm and 2 other fields | High correlation |
type has 1925 (1.6%) missing values | Missing |
RSPMi has 19323 (16.1%) zeros | Zeros |
Reproduction
| Analysis started | 2023-11-18 06:46:54.074117 |
|---|---|
| Analysis finished | 2023-11-18 06:47:23.858344 |
| Duration | 29.78 seconds |
| Software version | ydata-profiling vv4.6.1 |
| Download configuration | config.json |
state
Categorical
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.8 MiB |
| West Bengal | |
|---|---|
| Gujarat | |
| Tamil Nadu | |
| Madhya Pradesh | |
| Odisha | |
| Other values (4) |
Length
| Max length | 20 |
|---|---|
| Median length | 11 |
| Mean length | 9.0152534 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1079225 |
|---|---|
| Distinct characters | 29 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Dadra & Nagar Haveli |
|---|---|
| 2nd row | Dadra & Nagar Haveli |
| 3rd row | Dadra & Nagar Haveli |
| 4th row | Dadra & Nagar Haveli |
| 5th row | Dadra & Nagar Haveli |
Common Values
| Value | Count | Frequency (%) |
| West Bengal | 22463 | |
| Gujarat | 21279 | |
| Tamil Nadu | 20597 | |
| Madhya Pradesh | 19920 | |
| Odisha | 19279 | |
| Delhi | 8551 | 7.1% |
| Goa | 6206 | 5.2% |
| Daman & Diu | 782 | 0.7% |
| Dadra & Nagar Haveli | 634 | 0.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| west | 22463 | |
| bengal | 22463 | |
| gujarat | 21279 | |
| tamil | 20597 | |
| nadu | 20597 | |
| madhya | 19920 | |
| pradesh | 19920 | |
| odisha | 19279 | |
| delhi | 8551 | 4.6% |
| goa | 6206 | 3.3% |
| Other values (6) | 4882 | 2.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 196194 | |
| d | 80350 | 7.4% |
| e | 74031 | 6.9% |
| h | 67670 | 6.3% |
| 66446 | 6.2% | |
| s | 61662 | 5.7% |
| l | 52245 | 4.8% |
| i | 49843 | 4.6% |
| t | 43742 | 4.1% |
| u | 42658 | 4.0% |
| Other values (19) | 344384 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 826622 | |
| Uppercase Letter | 184741 | 17.1% |
| Space Separator | 66446 | 6.2% |
| Other Punctuation | 1416 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 196194 | |
| d | 80350 | |
| e | 74031 | 9.0% |
| h | 67670 | 8.2% |
| s | 61662 | 7.5% |
| l | 52245 | 6.3% |
| i | 49843 | 6.0% |
| t | 43742 | 5.3% |
| u | 42658 | 5.2% |
| r | 42467 | 5.1% |
| Other values (7) | 115760 |
Uppercase Letter
| Value | Count | Frequency (%) |
| G | 27485 | |
| B | 22463 | |
| W | 22463 | |
| N | 21231 | |
| T | 20597 | |
| M | 19920 | |
| P | 19920 | |
| O | 19279 | |
| D | 10749 | 5.8% |
| H | 634 | 0.3% |
Space Separator
| Value | Count | Frequency (%) |
| 66446 |
Other Punctuation
| Value | Count | Frequency (%) |
| & | 1416 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1011363 | |
| Common | 67862 | 6.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 196194 | |
| d | 80350 | 7.9% |
| e | 74031 | 7.3% |
| h | 67670 | 6.7% |
| s | 61662 | 6.1% |
| l | 52245 | 5.2% |
| i | 49843 | 4.9% |
| t | 43742 | 4.3% |
| u | 42658 | 4.2% |
| r | 42467 | 4.2% |
| Other values (17) | 300501 |
Common
| Value | Count | Frequency (%) |
| 66446 | ||
| & | 1416 | 2.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1079225 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 196194 | |
| d | 80350 | 7.4% |
| e | 74031 | 6.9% |
| h | 67670 | 6.3% |
| 66446 | 6.2% | |
| s | 61662 | 5.7% |
| l | 52245 | 4.8% |
| i | 49843 | 4.6% |
| t | 43742 | 4.1% |
| u | 42658 | 4.0% |
| Other values (19) | 344384 |
location
Text
| Distinct | 101 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.8 MiB |
Length
| Max length | 17 |
|---|---|
| Median length | 13 |
| Mean length | 7.1725572 |
| Min length | 4 |
Characters and Unicode
| Total characters | 858634 |
|---|---|
| Distinct characters | 47 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Daman |
|---|---|
| 2nd row | Daman |
| 3rd row | Daman |
| 4th row | Daman |
| 5th row | Daman |
| Value | Count | Frequency (%) |
| delhi | 8551 | 6.9% |
| kolkata | 7733 | 6.3% |
| chennai | 6646 | 5.4% |
| ahmedabad | 6256 | 5.1% |
| howrah | 3601 | 2.9% |
| indore | 3456 | 2.8% |
| bhopal | 3449 | 2.8% |
| surat | 3441 | 2.8% |
| coimbatore | 3268 | 2.7% |
| nagda | 3038 | 2.5% |
| Other values (91) | 73699 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 154914 | |
| r | 55921 | 6.5% |
| o | 51147 | 6.0% |
| h | 47595 | 5.5% |
| e | 47539 | 5.5% |
| l | 44369 | 5.2% |
| i | 41925 | 4.9% |
| n | 40146 | 4.7% |
| d | 40103 | 4.7% |
| u | 38090 | 4.4% |
| Other values (37) | 296885 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 722956 | |
| Uppercase Letter | 129335 | 15.1% |
| Space Separator | 3427 | 0.4% |
| Open Punctuation | 1375 | 0.2% |
| Close Punctuation | 1375 | 0.2% |
| Other Punctuation | 166 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 154914 | |
| r | 55921 | 7.7% |
| o | 51147 | 7.1% |
| h | 47595 | 6.6% |
| e | 47539 | 6.6% |
| l | 44369 | 6.1% |
| i | 41925 | 5.8% |
| n | 40146 | 5.6% |
| d | 40103 | 5.5% |
| u | 38090 | 5.3% |
| Other values (12) | 161207 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 14171 | |
| D | 13971 | |
| C | 13839 | |
| B | 13270 | |
| S | 12060 | |
| K | 9418 | 7.3% |
| R | 8552 | 6.6% |
| H | 6657 | 5.1% |
| V | 6554 | 5.1% |
| T | 6358 | 4.9% |
| Other values (11) | 24485 |
Space Separator
| Value | Count | Frequency (%) |
| 3427 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 1375 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 1375 |
Other Punctuation
| Value | Count | Frequency (%) |
| & | 166 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 852291 | |
| Common | 6343 | 0.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 154914 | |
| r | 55921 | 6.6% |
| o | 51147 | 6.0% |
| h | 47595 | 5.6% |
| e | 47539 | 5.6% |
| l | 44369 | 5.2% |
| i | 41925 | 4.9% |
| n | 40146 | 4.7% |
| d | 40103 | 4.7% |
| u | 38090 | 4.5% |
| Other values (33) | 290542 |
Common
| Value | Count | Frequency (%) |
| 3427 | ||
| ( | 1375 | |
| ) | 1375 | |
| & | 166 | 2.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 858634 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 154914 | |
| r | 55921 | 6.5% |
| o | 51147 | 6.0% |
| h | 47595 | 5.5% |
| e | 47539 | 5.5% |
| l | 44369 | 5.2% |
| i | 41925 | 4.9% |
| n | 40146 | 4.7% |
| d | 40103 | 4.7% |
| u | 38090 | 4.4% |
| Other values (37) | 296885 |
type
Categorical
MISSING 
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1925 |
| Missing (%) | 1.6% |
| Memory size | 1.8 MiB |
| Residential, Rural and other Areas | |
|---|---|
| Industrial Area | |
| Residential and others | |
| Industrial Areas | |
| RIRUO | 1304 |
| Other values (4) | 899 |
Length
| Max length | 34 |
|---|---|
| Median length | 22 |
| Mean length | 23.777732 |
| Min length | 5 |
Characters and Unicode
| Total characters | 2800684 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Industrial Areas |
|---|---|
| 2nd row | Industrial Areas |
| 3rd row | Industrial Areas |
| 4th row | Industrial Areas |
| 5th row | Industrial Areas |
Common Values
| Value | Count | Frequency (%) |
| Residential, Rural and other Areas | 44872 | |
| Industrial Area | 28814 | |
| Residential and others | 25633 | |
| Industrial Areas | 16264 | 13.6% |
| RIRUO | 1304 | 1.1% |
| Sensitive Area | 371 | 0.3% |
| Sensitive Areas | 323 | 0.3% |
| Industrial | 138 | 0.1% |
| Residential | 67 | 0.1% |
| (Missing) | 1925 | 1.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| residential | 70572 | |
| and | 70505 | |
| areas | 61459 | |
| industrial | 45216 | |
| rural | 44872 | |
| other | 44872 | |
| area | 29185 | |
| others | 25633 | 6.5% |
| riruo | 1304 | 0.3% |
| sensitive | 694 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 321809 | |
| e | 303681 | |
| 276526 | ||
| r | 251237 | |
| s | 203574 | 7.3% |
| i | 187748 | 6.7% |
| n | 186987 | 6.7% |
| t | 186987 | 6.7% |
| d | 186293 | 6.7% |
| l | 160660 | 5.7% |
| Other values (11) | 535182 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2220768 | |
| Space Separator | 276526 | 9.9% |
| Uppercase Letter | 258518 | 9.2% |
| Other Punctuation | 44872 | 1.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 321809 | |
| e | 303681 | |
| r | 251237 | |
| s | 203574 | |
| i | 187748 | |
| n | 186987 | |
| t | 186987 | |
| d | 186293 | |
| l | 160660 | |
| u | 90088 | 4.1% |
| Other values (3) | 141704 |
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 118052 | |
| A | 90644 | |
| I | 46520 | 18.0% |
| U | 1304 | 0.5% |
| O | 1304 | 0.5% |
| S | 694 | 0.3% |
Space Separator
| Value | Count | Frequency (%) |
| 276526 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 44872 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2479286 | |
| Common | 321398 | 11.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 321809 | |
| e | 303681 | |
| r | 251237 | |
| s | 203574 | |
| i | 187748 | |
| n | 186987 | |
| t | 186987 | |
| d | 186293 | |
| l | 160660 | |
| R | 118052 | 4.8% |
| Other values (9) | 372258 |
Common
| Value | Count | Frequency (%) |
| 276526 | ||
| , | 44872 | 14.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2800684 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 321809 | |
| e | 303681 | |
| 276526 | ||
| r | 251237 | |
| s | 203574 | 7.3% |
| i | 187748 | 6.7% |
| n | 186987 | 6.7% |
| t | 186987 | 6.7% |
| d | 186293 | 6.7% |
| l | 160660 | 5.7% |
| Other values (11) | 535182 |
so2
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 2386 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.130261 |
| Minimum | 0 |
|---|---|
| Maximum | 909 |
| Zeros | 788 |
| Zeros (%) | 0.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 5.12 |
| median | 9 |
| Q3 | 13.7 |
| 95-th percentile | 24.6 |
| Maximum | 909 |
| Range | 909 |
| Interquartile range (IQR) | 8.58 |
Descriptive statistics
| Standard deviation | 12.964224 |
|---|---|
| Coefficient of variation (CV) | 1.1647727 |
| Kurtosis | 409.49293 |
| Mean | 11.130261 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 13.332617 |
| Sum | 1332414.7 |
| Variance | 168.07111 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 9920 | 8.3% |
| 4 | 5565 | 4.6% |
| 5 | 3338 | 2.8% |
| 11 | 3250 | 2.7% |
| 5.275873979 | 3205 | 2.7% |
| 10 | 3148 | 2.6% |
| 9 | 3067 | 2.6% |
| 7 | 3042 | 2.5% |
| 8 | 3012 | 2.5% |
| 13 | 2987 | 2.5% |
| Other values (2376) | 79177 |
| Value | Count | Frequency (%) |
| 0 | 788 | |
| 0.2 | 3 | < 0.1% |
| 0.3 | 6 | < 0.1% |
| 0.4 | 2 | < 0.1% |
| 0.47 | 1 | < 0.1% |
| 0.5 | 29 | < 0.1% |
| 0.6 | 7 | < 0.1% |
| 0.7 | 2 | < 0.1% |
| 0.8 | 5 | < 0.1% |
| 0.9 | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 909 | 1 | |
| 498 | 1 | |
| 492 | 1 | |
| 482 | 1 | |
| 421 | 1 | |
| 407 | 1 | |
| 405 | 1 | |
| 393 | 1 | |
| 380 | 1 | |
| 372 | 1 |
no2
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 3541 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.574397 |
| Minimum | 0 |
|---|---|
| Maximum | 592 |
| Zeros | 769 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 8.8 |
| Q1 | 15.6 |
| median | 22 |
| Q3 | 35 |
| 95-th percentile | 76 |
| Maximum | 592 |
| Range | 592 |
| Interquartile range (IQR) | 19.4 |
Descriptive statistics
| Standard deviation | 24.207636 |
|---|---|
| Coefficient of variation (CV) | 0.81853354 |
| Kurtosis | 20.937494 |
| Mean | 29.574397 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 3.1229677 |
| Sum | 3540380.7 |
| Variance | 586.00965 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20 | 2989 | 2.5% |
| 21 | 2704 | 2.3% |
| 22 | 2400 | 2.0% |
| 19 | 2329 | 1.9% |
| 18 | 2125 | 1.8% |
| 23 | 2106 | 1.8% |
| 17 | 2104 | 1.8% |
| 10 | 1962 | 1.6% |
| 13 | 1959 | 1.6% |
| 24 | 1909 | 1.6% |
| Other values (3531) | 97124 |
| Value | Count | Frequency (%) |
| 0 | 769 | |
| 0.2 | 1 | < 0.1% |
| 0.3 | 1 | < 0.1% |
| 0.5 | 4 | < 0.1% |
| 0.6 | 2 | < 0.1% |
| 0.7 | 4 | < 0.1% |
| 0.75 | 1 | < 0.1% |
| 0.8 | 2 | < 0.1% |
| 0.9 | 7 | < 0.1% |
| 1 | 7 | < 0.1% |
| Value | Count | Frequency (%) |
| 592 | 1 | |
| 484.3 | 1 | |
| 475 | 1 | |
| 449.4 | 1 | |
| 444 | 1 | |
| 439.1 | 1 | |
| 423.5 | 1 | |
| 377 | 1 | |
| 366 | 1 | |
| 353.5 | 1 |
rspm
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 2581 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 101.16855 |
| Minimum | 0 |
|---|---|
| Maximum | 1183.5 |
| Zeros | 762 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 29.333333 |
| Q1 | 58 |
| median | 86 |
| Q3 | 119 |
| 95-th percentile | 231 |
| Maximum | 1183.5 |
| Range | 1183.5 |
| Interquartile range (IQR) | 61 |
Descriptive statistics
| Standard deviation | 68.542161 |
|---|---|
| Coefficient of variation (CV) | 0.67750461 |
| Kurtosis | 9.0698813 |
| Mean | 101.16855 |
| Median Absolute Deviation (MAD) | 30 |
| Skewness | 2.2897295 |
| Sum | 12110989 |
| Variance | 4698.0279 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 114.7179675 | 3046 | 2.5% |
| 98.24450975 | 2207 | 1.8% |
| 196.6397705 | 1884 | 1.6% |
| 66.58563751 | 1805 | 1.5% |
| 115.0399092 | 1168 | 1.0% |
| 86 | 989 | 0.8% |
| 75 | 980 | 0.8% |
| 84 | 972 | 0.8% |
| 82 | 948 | 0.8% |
| 83.61982436 | 946 | 0.8% |
| Other values (2571) | 104766 |
| Value | Count | Frequency (%) |
| 0 | 762 | |
| 3 | 19 | < 0.1% |
| 4 | 6 | < 0.1% |
| 5 | 9 | < 0.1% |
| 6 | 8 | < 0.1% |
| 6.33 | 1 | < 0.1% |
| 7 | 15 | < 0.1% |
| 7.67 | 2 | < 0.1% |
| 8 | 5 | < 0.1% |
| 8.33 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 1183.5 | 1 | |
| 981 | 1 | |
| 892 | 1 | |
| 843 | 1 | |
| 834.5 | 1 | |
| 784 | 1 | |
| 776 | 1 | |
| 735 | 1 | |
| 728 | 1 | |
| 718 | 2 |
spm
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 3971 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 195.49148 |
| Minimum | 0 |
|---|---|
| Maximum | 2366 |
| Zeros | 900 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 49 |
| Q1 | 126.72906 |
| median | 179 |
| Q3 | 233.50652 |
| 95-th percentile | 400 |
| Maximum | 2366 |
| Range | 2366 |
| Interquartile range (IQR) | 106.77746 |
Descriptive statistics
| Standard deviation | 117.61571 |
|---|---|
| Coefficient of variation (CV) | 0.60164109 |
| Kurtosis | 9.0987696 |
| Mean | 195.49148 |
| Median Absolute Deviation (MAD) | 52.270936 |
| Skewness | 2.0108266 |
| Sum | 23402480 |
| Variance | 13833.455 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 126.7290644 | 11067 | 9.2% |
| 233.5065239 | 9457 | 7.9% |
| 167.6098436 | 8371 | 7.0% |
| 210.0675451 | 7903 | 6.6% |
| 191.5679298 | 7372 | 6.2% |
| 399.4020883 | 3092 | 2.6% |
| 67.25419257 | 2924 | 2.4% |
| 0 | 900 | 0.8% |
| 144 | 300 | 0.3% |
| 175 | 282 | 0.2% |
| Other values (3961) | 68043 |
| Value | Count | Frequency (%) |
| 0 | 900 | |
| 1 | 6 | < 0.1% |
| 1.61 | 2 | < 0.1% |
| 2 | 7 | < 0.1% |
| 2.99 | 1 | < 0.1% |
| 3 | 3 | < 0.1% |
| 4 | 7 | < 0.1% |
| 4.42 | 1 | < 0.1% |
| 5 | 2 | < 0.1% |
| 6 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 2366 | 1 | |
| 1885 | 1 | |
| 1844 | 1 | |
| 1795 | 1 | |
| 1682 | 1 | |
| 1654 | 1 | |
| 1560 | 1 | |
| 1503 | 1 | |
| 1465 | 1 | |
| 1450 | 1 |
pm2_5
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 442 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48.46177 |
| Minimum | 3 |
|---|---|
| Maximum | 504 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 18.855612 |
| Q1 | 30.511628 |
| median | 42.204089 |
| Q3 | 64.890625 |
| 95-th percentile | 95.113208 |
| Maximum | 504 |
| Range | 501 |
| Interquartile range (IQR) | 34.378997 |
Descriptive statistics
| Standard deviation | 21.743671 |
|---|---|
| Coefficient of variation (CV) | 0.44867678 |
| Kurtosis | 5.3684192 |
| Mean | 48.46177 |
| Median Absolute Deviation (MAD) | 13.204089 |
| Skewness | 1.089178 |
| Sum | 5801407 |
| Variance | 472.78723 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 64.890625 | 21823 | |
| 29.55044053 | 20143 | |
| 65.06456454 | 19091 | |
| 30.72969596 | 18878 | |
| 42.20408895 | 16491 | |
| 95.11320755 | 8180 | 6.8% |
| 18.85561151 | 4816 | 4.0% |
| 27.88636364 | 738 | 0.6% |
| 30.51162791 | 591 | 0.5% |
| 30 | 322 | 0.3% |
| Other values (432) | 8638 | 7.2% |
| Value | Count | Frequency (%) |
| 3 | 1 | < 0.1% |
| 4 | 4 | < 0.1% |
| 5 | 8 | < 0.1% |
| 6 | 5 | < 0.1% |
| 7 | 9 | < 0.1% |
| 8 | 14 | < 0.1% |
| 9 | 52 | |
| 9.7 | 1 | < 0.1% |
| 9.9 | 1 | < 0.1% |
| 10 | 129 |
| Value | Count | Frequency (%) |
| 504 | 1 | |
| 395 | 1 | |
| 331 | 2 | |
| 318 | 1 | |
| 304 | 1 | |
| 303 | 1 | |
| 300 | 1 | |
| 297 | 1 | |
| 294 | 1 | |
| 283 | 1 |
date
Date
| Distinct | 4895 |
|---|---|
| Distinct (%) | 4.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 1.8 MiB |
| Minimum | 1987-01-01 00:00:00 |
|---|---|
| Maximum | 2015-12-31 00:00:00 |
SOi
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 2386 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.661453 |
| Minimum | 0 |
|---|---|
| Maximum | 313.625 |
| Zeros | 788 |
| Zeros (%) | 0.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2.5 |
| Q1 | 6.4 |
| median | 11.25 |
| Q3 | 17.125 |
| 95-th percentile | 30.75 |
| Maximum | 313.625 |
| Range | 313.625 |
| Interquartile range (IQR) | 10.725 |
Descriptive statistics
| Standard deviation | 12.404329 |
|---|---|
| Coefficient of variation (CV) | 0.90798017 |
| Kurtosis | 39.530089 |
| Mean | 13.661453 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 4.6605571 |
| Sum | 1635426.2 |
| Variance | 153.86737 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.5 | 9920 | 8.3% |
| 5 | 5565 | 4.6% |
| 6.25 | 3338 | 2.8% |
| 13.75 | 3250 | 2.7% |
| 6.594842473 | 3205 | 2.7% |
| 12.5 | 3148 | 2.6% |
| 11.25 | 3067 | 2.6% |
| 8.75 | 3042 | 2.5% |
| 10 | 3012 | 2.5% |
| 16.25 | 2987 | 2.5% |
| Other values (2376) | 79177 |
| Value | Count | Frequency (%) |
| 0 | 788 | |
| 0.25 | 3 | < 0.1% |
| 0.375 | 6 | < 0.1% |
| 0.5 | 2 | < 0.1% |
| 0.5875 | 1 | < 0.1% |
| 0.625 | 29 | < 0.1% |
| 0.75 | 7 | < 0.1% |
| 0.875 | 2 | < 0.1% |
| 1 | 5 | < 0.1% |
| 1.125 | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 313.625 | 1 | |
| 228.0952381 | 1 | |
| 226.6666667 | 1 | |
| 224.2857143 | 1 | |
| 209.7619048 | 1 | |
| 206.4285714 | 1 | |
| 205.952381 | 1 | |
| 203.0952381 | 1 | |
| 200 | 1 | |
| 197.3333333 | 1 |
Noi
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 3541 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.645793 |
| Minimum | 0 |
|---|---|
| Maximum | 560 |
| Zeros | 769 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 19.5 |
| median | 27.5 |
| Q3 | 43.75 |
| 95-th percentile | 95 |
| Maximum | 560 |
| Range | 560 |
| Interquartile range (IQR) | 24.25 |
Descriptive statistics
| Standard deviation | 28.661477 |
|---|---|
| Coefficient of variation (CV) | 0.78212191 |
| Kurtosis | 12.019978 |
| Mean | 36.645793 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 2.5391875 |
| Sum | 4386904.5 |
| Variance | 821.48029 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 25 | 2989 | 2.5% |
| 26.25 | 2704 | 2.3% |
| 27.5 | 2400 | 2.0% |
| 23.75 | 2329 | 1.9% |
| 22.5 | 2125 | 1.8% |
| 28.75 | 2106 | 1.8% |
| 21.25 | 2104 | 1.8% |
| 12.5 | 1962 | 1.6% |
| 16.25 | 1959 | 1.6% |
| 30 | 1909 | 1.6% |
| Other values (3531) | 97124 |
| Value | Count | Frequency (%) |
| 0 | 769 | |
| 0.25 | 1 | < 0.1% |
| 0.375 | 1 | < 0.1% |
| 0.625 | 4 | < 0.1% |
| 0.75 | 2 | < 0.1% |
| 0.875 | 4 | < 0.1% |
| 0.9375 | 1 | < 0.1% |
| 1 | 2 | < 0.1% |
| 1.125 | 7 | < 0.1% |
| 1.25 | 7 | < 0.1% |
| Value | Count | Frequency (%) |
| 560 | 1 | |
| 470.25 | 1 | |
| 462.5 | 1 | |
| 441.1666667 | 1 | |
| 436.6666667 | 1 | |
| 432.5833333 | 1 | |
| 419.5833333 | 1 | |
| 380.8333333 | 1 | |
| 371.6666667 | 1 | |
| 361.25 | 1 |
RSPMi
Real number (ℝ)
ZEROS 
| Distinct | 1267 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 70.373495 |
| Minimum | 0 |
|---|---|
| Maximum | 200 |
| Zeros | 19323 |
| Zeros (%) | 16.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 37 |
| median | 68 |
| Q3 | 98.24451 |
| 95-th percentile | 161.61224 |
| Maximum | 200 |
| Range | 200 |
| Interquartile range (IQR) | 61.24451 |
Descriptive statistics
| Standard deviation | 48.414249 |
|---|---|
| Coefficient of variation (CV) | 0.68796141 |
| Kurtosis | -0.31849283 |
| Mean | 70.373495 |
| Median Absolute Deviation (MAD) | 30.24451 |
| Skewness | 0.38408194 |
| Sum | 8424481.4 |
| Variance | 2343.9395 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 19323 | 16.1% |
| 128.7158935 | 3046 | 2.5% |
| 98.24450975 | 2207 | 1.8% |
| 66.58563751 | 1805 | 1.5% |
| 129.3663472 | 1168 | 1.0% |
| 86 | 989 | 0.8% |
| 75 | 980 | 0.8% |
| 84 | 972 | 0.8% |
| 82 | 948 | 0.8% |
| 83.61982436 | 946 | 0.8% |
| Other values (1257) | 87327 |
| Value | Count | Frequency (%) |
| 0 | 19323 | |
| 3 | 19 | < 0.1% |
| 4 | 6 | < 0.1% |
| 5 | 9 | < 0.1% |
| 6 | 8 | < 0.1% |
| 6.33 | 1 | < 0.1% |
| 7 | 15 | < 0.1% |
| 7.67 | 2 | < 0.1% |
| 8 | 5 | < 0.1% |
| 8.33 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 200 | 215 | |
| 199.3332653 | 8 | < 0.1% |
| 199.3265307 | 2 | < 0.1% |
| 199.1918367 | 1 | < 0.1% |
| 198.9897959 | 1 | < 0.1% |
| 198.6530612 | 3 | < 0.1% |
| 198.6463265 | 5 | < 0.1% |
| 197.9795918 | 216 | |
| 197.3128571 | 8 | < 0.1% |
| 197.3061225 | 6 | < 0.1% |
SPMi
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 3971 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 166.98764 |
| Minimum | 0 |
|---|---|
| Maximum | 850.23256 |
| Zeros | 900 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 49 |
| Q1 | 117.81938 |
| median | 152.66667 |
| Q3 | 189.00435 |
| 95-th percentile | 362.5 |
| Maximum | 850.23256 |
| Range | 850.23256 |
| Interquartile range (IQR) | 71.184973 |
Descriptive statistics
| Standard deviation | 89.826901 |
|---|---|
| Coefficient of variation (CV) | 0.53792545 |
| Kurtosis | 2.1109778 |
| Mean | 166.98764 |
| Median Absolute Deviation (MAD) | 34.84729 |
| Skewness | 1.3328627 |
| Sum | 19990257 |
| Variance | 8068.8722 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 117.8193762 | 11067 | 9.2% |
| 189.0043493 | 9457 | 7.9% |
| 145.0732291 | 8371 | 7.0% |
| 173.3783634 | 7903 | 6.6% |
| 161.0452865 | 7372 | 6.2% |
| 361.7526104 | 3092 | 2.6% |
| 67.25419257 | 2924 | 2.4% |
| 0 | 900 | 0.8% |
| 129.3333333 | 300 | 0.3% |
| 150 | 282 | 0.2% |
| Other values (3961) | 68043 |
| Value | Count | Frequency (%) |
| 0 | 900 | |
| 1 | 6 | < 0.1% |
| 1.61 | 2 | < 0.1% |
| 2 | 7 | < 0.1% |
| 2.99 | 1 | < 0.1% |
| 3 | 3 | < 0.1% |
| 4 | 7 | < 0.1% |
| 4.42 | 1 | < 0.1% |
| 5 | 2 | < 0.1% |
| 6 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 850.2325581 | 1 | |
| 738.372093 | 1 | |
| 728.8372093 | 1 | |
| 717.4418605 | 1 | |
| 691.1627907 | 1 | |
| 684.6511628 | 1 | |
| 662.7906977 | 1 | |
| 649.5348837 | 1 | |
| 640.6976744 | 1 | |
| 637.2093023 | 1 |
PMi
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 442 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48.416468 |
| Minimum | 3 |
|---|---|
| Maximum | 492.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 18.855612 |
| Q1 | 30.511628 |
| median | 42.204089 |
| Q3 | 64.890625 |
| 95-th percentile | 95.113208 |
| Maximum | 492.5 |
| Range | 489.5 |
| Interquartile range (IQR) | 34.378997 |
Descriptive statistics
| Standard deviation | 21.475136 |
|---|---|
| Coefficient of variation (CV) | 0.44355024 |
| Kurtosis | 2.7699212 |
| Mean | 48.416468 |
| Median Absolute Deviation (MAD) | 13.204089 |
| Skewness | 0.8678763 |
| Sum | 5795983.8 |
| Variance | 461.18146 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 64.890625 | 21823 | |
| 29.55044053 | 20143 | |
| 65.06456454 | 19091 | |
| 30.72969596 | 18878 | |
| 42.20408895 | 16491 | |
| 95.11320755 | 8180 | 6.8% |
| 18.85561151 | 4816 | 4.0% |
| 27.88636364 | 738 | 0.6% |
| 30.51162791 | 591 | 0.5% |
| 30 | 322 | 0.3% |
| Other values (432) | 8638 | 7.2% |
| Value | Count | Frequency (%) |
| 3 | 1 | < 0.1% |
| 4 | 4 | < 0.1% |
| 5 | 8 | < 0.1% |
| 6 | 5 | < 0.1% |
| 7 | 9 | < 0.1% |
| 8 | 14 | < 0.1% |
| 9 | 52 | |
| 9.7 | 1 | < 0.1% |
| 9.9 | 1 | < 0.1% |
| 10 | 129 |
| Value | Count | Frequency (%) |
| 492.5 | 1 | |
| 345 | 1 | |
| 281 | 2 | |
| 268 | 1 | |
| 254 | 1 | |
| 253 | 1 | |
| 250 | 1 | |
| 247 | 1 | |
| 244 | 1 | |
| 233 | 1 |
AQI
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 3786 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 169.98134 |
| Minimum | 0 |
|---|---|
| Maximum | 850.23256 |
| Zeros | 768 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 67 |
| Q1 | 117.81938 |
| median | 156.66667 |
| Q3 | 189.00435 |
| 95-th percentile | 362.5 |
| Maximum | 850.23256 |
| Range | 850.23256 |
| Interquartile range (IQR) | 71.184973 |
Descriptive statistics
| Standard deviation | 87.263164 |
|---|---|
| Coefficient of variation (CV) | 0.51336907 |
| Kurtosis | 2.3414812 |
| Mean | 169.98134 |
| Median Absolute Deviation (MAD) | 35.333333 |
| Skewness | 1.46623 |
| Sum | 20348637 |
| Variance | 7614.8597 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 117.8193762 | 10025 | 8.4% |
| 189.0043493 | 9111 | 7.6% |
| 145.0732291 | 7652 | 6.4% |
| 173.3783634 | 7486 | 6.3% |
| 161.0452865 | 7206 | 6.0% |
| 361.7526104 | 3092 | 2.6% |
| 67.25419257 | 2110 | 1.8% |
| 0 | 768 | 0.6% |
| 66.58563751 | 568 | 0.5% |
| 128.7158935 | 400 | 0.3% |
| Other values (3776) | 71293 |
| Value | Count | Frequency (%) |
| 0 | 768 | |
| 2.5 | 1 | < 0.1% |
| 6.25 | 1 | < 0.1% |
| 8 | 2 | < 0.1% |
| 10 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 17 | 3 | < 0.1% |
| 17.33 | 1 | < 0.1% |
| 17.5 | 1 | < 0.1% |
| 17.67 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 850.2325581 | 1 | |
| 738.372093 | 1 | |
| 728.8372093 | 1 | |
| 717.4418605 | 1 | |
| 691.1627907 | 1 | |
| 684.6511628 | 1 | |
| 662.7906977 | 1 | |
| 649.5348837 | 1 | |
| 640.6976744 | 1 | |
| 637.2093023 | 1 |
AQI_Range
Categorical
HIGH CORRELATION 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.8 MiB |
| Poor | |
|---|---|
| Moderate | |
| Unhealthy | |
| Very unhealthy | 7254 |
| Hazardous | 4749 |
Length
| Max length | 14 |
|---|---|
| Median length | 4 |
| Mean length | 5.6962351 |
| Min length | 4 |
Characters and Unicode
| Total characters | 681902 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Moderate |
|---|---|
| 2nd row | Moderate |
| 3rd row | Moderate |
| 4th row | Moderate |
| 5th row | Moderate |
Common Values
| Value | Count | Frequency (%) |
| Poor | 80608 | |
| Moderate | 14902 | 12.4% |
| Unhealthy | 9433 | 7.9% |
| Very unhealthy | 7254 | 6.1% |
| Hazardous | 4749 | 4.0% |
| Good | 2765 | 2.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| poor | 80608 | |
| unhealthy | 16687 | 13.1% |
| moderate | 14902 | 11.7% |
| very | 7254 | 5.7% |
| hazardous | 4749 | 3.7% |
| good | 2765 | 2.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 186397 | |
| r | 107513 | |
| P | 80608 | |
| e | 53745 | 7.9% |
| a | 41087 | 6.0% |
| h | 33374 | 4.9% |
| t | 31589 | 4.6% |
| y | 23941 | 3.5% |
| d | 22416 | 3.3% |
| n | 16687 | 2.4% |
| Other values (10) | 84545 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 554937 | |
| Uppercase Letter | 119711 | 17.6% |
| Space Separator | 7254 | 1.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 186397 | |
| r | 107513 | |
| e | 53745 | 9.7% |
| a | 41087 | 7.4% |
| h | 33374 | 6.0% |
| t | 31589 | 5.7% |
| y | 23941 | 4.3% |
| d | 22416 | 4.0% |
| n | 16687 | 3.0% |
| l | 16687 | 3.0% |
| Other values (3) | 21501 | 3.9% |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 80608 | |
| M | 14902 | 12.4% |
| U | 9433 | 7.9% |
| V | 7254 | 6.1% |
| H | 4749 | 4.0% |
| G | 2765 | 2.3% |
Space Separator
| Value | Count | Frequency (%) |
| 7254 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 674648 | |
| Common | 7254 | 1.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 186397 | |
| r | 107513 | |
| P | 80608 | |
| e | 53745 | 8.0% |
| a | 41087 | 6.1% |
| h | 33374 | 4.9% |
| t | 31589 | 4.7% |
| y | 23941 | 3.5% |
| d | 22416 | 3.3% |
| n | 16687 | 2.5% |
| Other values (9) | 77291 |
Common
| Value | Count | Frequency (%) |
| 7254 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 681902 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 186397 | |
| r | 107513 | |
| P | 80608 | |
| e | 53745 | 7.9% |
| a | 41087 | 6.0% |
| h | 33374 | 4.9% |
| t | 31589 | 4.6% |
| y | 23941 | 3.5% |
| d | 22416 | 3.3% |
| n | 16687 | 2.4% |
| Other values (10) | 84545 |
| so2 | no2 | rspm | spm | pm2_5 | SOi | Noi | RSPMi | SPMi | PMi | AQI | state | type | AQI_Range | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| so2 | 1.000 | 0.245 | 0.254 | 0.140 | -0.069 | 1.000 | 0.245 | 0.202 | 0.140 | -0.069 | 0.154 | 0.036 | 0.028 | 0.026 |
| no2 | 0.245 | 1.000 | 0.342 | 0.416 | 0.318 | 0.245 | 1.000 | -0.067 | 0.416 | 0.318 | 0.423 | 0.191 | 0.046 | 0.157 |
| rspm | 0.254 | 0.342 | 1.000 | 0.669 | 0.403 | 0.254 | 0.342 | 0.217 | 0.669 | 0.403 | 0.708 | 0.159 | 0.048 | 0.298 |
| spm | 0.140 | 0.416 | 0.669 | 1.000 | 0.529 | 0.140 | 0.416 | 0.070 | 1.000 | 0.529 | 0.984 | 0.190 | 0.085 | 0.559 |
| pm2_5 | -0.069 | 0.318 | 0.403 | 0.529 | 1.000 | -0.069 | 0.318 | -0.044 | 0.529 | 1.000 | 0.524 | 0.346 | 0.050 | 0.155 |
| SOi | 1.000 | 0.245 | 0.254 | 0.140 | -0.069 | 1.000 | 0.245 | 0.202 | 0.140 | -0.069 | 0.154 | 0.054 | 0.049 | 0.045 |
| Noi | 0.245 | 1.000 | 0.342 | 0.416 | 0.318 | 0.245 | 1.000 | -0.067 | 0.416 | 0.318 | 0.423 | 0.254 | 0.062 | 0.176 |
| RSPMi | 0.202 | -0.067 | 0.217 | 0.070 | -0.044 | 0.202 | -0.067 | 1.000 | 0.070 | -0.044 | 0.116 | 0.231 | 0.066 | 0.332 |
| SPMi | 0.140 | 0.416 | 0.669 | 1.000 | 0.529 | 0.140 | 0.416 | 0.070 | 1.000 | 0.529 | 0.984 | 0.337 | 0.088 | 0.668 |
| PMi | -0.069 | 0.318 | 0.403 | 0.529 | 1.000 | -0.069 | 0.318 | -0.044 | 0.529 | 1.000 | 0.524 | 0.369 | 0.053 | 0.155 |
| AQI | 0.154 | 0.423 | 0.708 | 0.984 | 0.524 | 0.154 | 0.423 | 0.116 | 0.984 | 0.524 | 1.000 | 0.328 | 0.087 | 0.672 |
| state | 0.036 | 0.191 | 0.159 | 0.190 | 0.346 | 0.054 | 0.254 | 0.231 | 0.337 | 0.369 | 0.328 | 1.000 | 0.126 | 0.343 |
| type | 0.028 | 0.046 | 0.048 | 0.085 | 0.050 | 0.049 | 0.062 | 0.066 | 0.088 | 0.053 | 0.087 | 0.126 | 1.000 | 0.119 |
| AQI_Range | 0.026 | 0.157 | 0.298 | 0.559 | 0.155 | 0.045 | 0.176 | 0.332 | 0.668 | 0.155 | 0.672 | 0.343 | 0.119 | 1.000 |
| state | location | type | so2 | no2 | rspm | spm | pm2_5 | date | SOi | Noi | RSPMi | SPMi | PMi | AQI | AQI_Range | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 64445 | Dadra & Nagar Haveli | Daman | NaN | 5.2 | 6.1 | 76.53653 | 75.0 | 30.511628 | 6/1/1992 | 6.500 | 7.625 | 76.53653 | 75.000000 | 30.511628 | 76.536530 | Moderate |
| 64446 | Dadra & Nagar Haveli | Daman | NaN | 5.3 | 6.0 | 76.53653 | 70.0 | 30.511628 | 7/1/1992 | 6.625 | 7.500 | 76.53653 | 70.000000 | 30.511628 | 76.536530 | Moderate |
| 64447 | Dadra & Nagar Haveli | Daman | NaN | 6.2 | 7.2 | 76.53653 | 74.0 | 30.511628 | 8/1/1992 | 7.750 | 9.000 | 76.53653 | 74.000000 | 30.511628 | 76.536530 | Moderate |
| 64448 | Dadra & Nagar Haveli | Daman | NaN | 4.5 | 5.9 | 76.53653 | 75.0 | 30.511628 | 9/1/1992 | 5.625 | 7.375 | 76.53653 | 75.000000 | 30.511628 | 76.536530 | Moderate |
| 64449 | Dadra & Nagar Haveli | Daman | NaN | 4.8 | 6.4 | 76.53653 | 71.0 | 30.511628 | 10/1/1992 | 6.000 | 8.000 | 76.53653 | 71.000000 | 30.511628 | 76.536530 | Moderate |
| 64450 | Dadra & Nagar Haveli | Daman | NaN | 5.2 | 6.7 | 76.53653 | 95.0 | 30.511628 | 11/1/1992 | 6.500 | 8.375 | 76.53653 | 95.000000 | 30.511628 | 95.000000 | Moderate |
| 64451 | Dadra & Nagar Haveli | Daman | NaN | 4.6 | 6.2 | 76.53653 | 125.0 | 30.511628 | 12/1/1992 | 5.750 | 7.750 | 76.53653 | 116.666667 | 30.511628 | 116.666667 | Poor |
| 64452 | Dadra & Nagar Haveli | Daman | NaN | 4.9 | 6.7 | 76.53653 | 99.0 | 30.511628 | 1/1/1993 | 6.125 | 8.375 | 76.53653 | 99.000000 | 30.511628 | 99.000000 | Moderate |
| 64453 | Dadra & Nagar Haveli | Daman | NaN | 5.3 | 6.8 | 76.53653 | 83.0 | 30.511628 | 2/1/1993 | 6.625 | 8.500 | 76.53653 | 83.000000 | 30.511628 | 83.000000 | Moderate |
| 64454 | Dadra & Nagar Haveli | Daman | NaN | 5.8 | 6.2 | 76.53653 | 99.0 | 30.511628 | 6/1/1993 | 7.250 | 7.750 | 76.53653 | 99.000000 | 30.511628 | 99.000000 | Moderate |
| state | location | type | so2 | no2 | rspm | spm | pm2_5 | date | SOi | Noi | RSPMi | SPMi | PMi | AQI | AQI_Range | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 435729 | West Bengal | ULUBERIA | RIRUO | 19.0 | 49.0 | 140.0 | 233.506524 | 64.890625 | 11/29/2015 | 23.75 | 61.25 | 179.795918 | 189.004349 | 64.890625 | 189.004349 | Poor |
| 435730 | West Bengal | ULUBERIA | RIRUO | 18.0 | 41.0 | 142.0 | 233.506524 | 64.890625 | 12/3/2015 | 22.50 | 51.25 | 183.836735 | 189.004349 | 64.890625 | 189.004349 | Poor |
| 435731 | West Bengal | ULUBERIA | RIRUO | 22.0 | 58.0 | 155.0 | 233.506524 | 64.890625 | 12/6/2015 | 27.50 | 72.50 | 0.000000 | 189.004349 | 64.890625 | 189.004349 | Poor |
| 435732 | West Bengal | ULUBERIA | RIRUO | 22.0 | 50.0 | 145.0 | 233.506524 | 64.890625 | 12/9/2015 | 27.50 | 62.50 | 189.897959 | 189.004349 | 64.890625 | 189.897959 | Poor |
| 435733 | West Bengal | ULUBERIA | RIRUO | 34.0 | 61.0 | 161.0 | 233.506524 | 64.890625 | 12/12/2015 | 42.50 | 76.25 | 0.000000 | 189.004349 | 64.890625 | 189.004349 | Poor |
| 435734 | West Bengal | ULUBERIA | RIRUO | 20.0 | 44.0 | 148.0 | 233.506524 | 64.890625 | 12/15/2015 | 25.00 | 55.00 | 195.959184 | 189.004349 | 64.890625 | 195.959184 | Poor |
| 435735 | West Bengal | ULUBERIA | RIRUO | 17.0 | 44.0 | 131.0 | 233.506524 | 64.890625 | 12/18/2015 | 21.25 | 55.00 | 161.612245 | 189.004349 | 64.890625 | 189.004349 | Poor |
| 435736 | West Bengal | ULUBERIA | RIRUO | 18.0 | 45.0 | 140.0 | 233.506524 | 64.890625 | 12/21/2015 | 22.50 | 56.25 | 179.795918 | 189.004349 | 64.890625 | 189.004349 | Poor |
| 435737 | West Bengal | ULUBERIA | RIRUO | 22.0 | 50.0 | 143.0 | 233.506524 | 64.890625 | 12/24/2015 | 27.50 | 62.50 | 185.857143 | 189.004349 | 64.890625 | 189.004349 | Poor |
| 435738 | West Bengal | ULUBERIA | RIRUO | 20.0 | 46.0 | 171.0 | 233.506524 | 64.890625 | 12/29/2015 | 25.00 | 57.50 | 0.000000 | 189.004349 | 64.890625 | 189.004349 | Poor |
Most frequently occurring
| state | location | type | so2 | no2 | rspm | spm | pm2_5 | date | SOi | Noi | RSPMi | SPMi | PMi | AQI | AQI_Range | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 171 | Tamil Nadu | Madras | Industrial Area | 11.315134 | 21.601202 | 66.585638 | 0.0 | 29.550441 | 2/1/1994 | 14.143918 | 27.001502 | 66.585638 | 0.000000 | 29.550441 | 66.585638 | Moderate | 3 |
| 0 | Dadra & Nagar Haveli | Daman | NaN | 4.900000 | 6.900000 | 76.536530 | 98.0 | 30.511628 | 9/1/1994 | 6.125000 | 8.625000 | 76.536530 | 98.000000 | 30.511628 | 98.000000 | Moderate | 2 |
| 1 | Daman & Diu | Daman Diu & Nagar | Industrial Area | 2.800000 | 4.000000 | 73.749431 | 75.0 | 27.886364 | 9/1/1994 | 3.500000 | 5.000000 | 73.749431 | 75.000000 | 27.886364 | 75.000000 | Moderate | 2 |
| 2 | Daman & Diu | Daman Diu & Nagar | Industrial Area | 8.600000 | 14.200000 | 73.749431 | 118.0 | 27.886364 | 12/1/1989 | 10.750000 | 17.750000 | 73.749431 | 112.000000 | 27.886364 | 112.000000 | Poor | 2 |
| 3 | Daman & Diu | Daman Diu & Nagar | Residential, Rural and other Areas | 8.000000 | 10.200000 | 73.749431 | 130.0 | 27.886364 | 12/1/1989 | 10.000000 | 12.750000 | 73.749431 | 120.000000 | 27.886364 | 120.000000 | Poor | 2 |
| 4 | Daman & Diu | Daman Diu & Nagar | Residential, Rural and other Areas | 9.300000 | 7.100000 | 73.749431 | 134.0 | 27.886364 | 12/1/1989 | 11.625000 | 8.875000 | 73.749431 | 122.666667 | 27.886364 | 122.666667 | Poor | 2 |
| 5 | Delhi | Delhi | Residential and others | 9.300000 | 51.600000 | 246.000000 | 506.0 | 95.113208 | 5/4/2006 | 11.625000 | 64.500000 | 0.000000 | 417.674419 | 95.113208 | 417.674419 | Hazardous | 2 |
| 6 | Delhi | Delhi | Residential, Rural and other Areas | 12.200000 | 29.200000 | 196.639771 | 477.0 | 95.113208 | 9/1/1994 | 15.250000 | 36.500000 | 0.000000 | 410.930233 | 95.113208 | 410.930233 | Hazardous | 2 |
| 7 | Delhi | Delhi | Residential, Rural and other Areas | 12.300000 | 57.700000 | 196.639771 | 328.0 | 95.113208 | 9/1/1994 | 15.375000 | 72.125000 | 0.000000 | 278.000000 | 95.113208 | 278.000000 | Unhealthy | 2 |
| 8 | Goa | Panjim | NaN | 0.000000 | 0.000000 | 0.000000 | 0.0 | 18.855612 | 6/27/2003 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 18.855612 | 0.000000 | Good | 2 |